{"id":"W4412440532","doi":"10.1016/j.gfs.2025.100871","title":"Resilient and inclusive rural transformation: Pathways towards improved nutrition","year":2025,"lang":"en","type":"article","venue":"Global Food Security","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"United Nations; Bill and Melinda Gates Foundation","keywords":"Transformation (genetics); Geography; Business; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001054358,0.0001632767,0.0001933314,0.00006612755,0.0002703571,0.0001231538,0.0001369995,0.0001287625,0.0000136938],"category_scores_gemma":[0.00002317589,0.0001631726,0.00008593923,0.000316362,0.00006775629,0.0003233338,0.00008222435,0.0001452239,0.000004435973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160302,"about_ca_system_score_gemma":0.00002529886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674388,"about_ca_topic_score_gemma":0.0002160733,"domain_scores_codex":[0.9990085,0.00007293162,0.0002792072,0.0002221185,0.0001676087,0.0002496263],"domain_scores_gemma":[0.9995783,0.00001477974,0.00004612099,0.000160358,0.0001075643,0.00009290748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02327668,0.009126139,0.01517992,0.01025876,0.0007565455,0.00004568159,0.04497687,0.00001554324,0.007081838,0.5653852,0.07503635,0.2488604],"study_design_scores_gemma":[0.01590723,0.001958157,0.03910185,0.000691483,0.0001938898,0.00008353362,0.003540928,0.002049539,0.0769714,0.8023897,0.05618984,0.0009225024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772,0.001185762,0.0002232603,0.01064694,0.0008436728,0.0007560874,0.0004870138,0.0001712627,0.008485963],"genre_scores_gemma":[0.9982587,0.00006468523,0.00007007331,0.001316839,0.0001268628,0.00003362748,0.000121301,0.000004613701,0.000003304382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2479379,"threshold_uncertainty_score":0.6653984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007498067144930236,"score_gpt":0.2652398440741495,"score_spread":0.2577417769292193,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}